Xiaofeng Gao

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 194

Top Venues

CoRR

ICPP

IEEE Trans. Knowl. Data Eng.

GLOBECOM

University of California, San Diego, USA (PHD)

Education History

University of California, San Diego, USA

PHD

Publications

Yue Ding, Yanbiao Ji, Xun Cai, Xin Xin, Xiaofeng Gao, Hongtao Lu
Towards Personalized Federated Multi-scenario Multi-task Recommendation. CoRR (2024)
Dan Shan, Songyuan Yang, Zilun Zhao, Xiaofeng Gao, Baozhu Zhang, Baomin Zhang
Lightweight Infrared Object Detection Network based on Improved SSD. ACAI (2023)
Zhidong Yang, Yuzhao Li, Zhikun Liu, Zilun Zhao, Xiaofeng Gao, Ruiheng Zhang
Integration of Multidimensional Features for Infrared Image Enhancement. ACAI (2023)
Xiaofeng Gao, Zhijin Guan, Shiguang Feng, Yibo Jiang
Quantum Circuit Template Matching Optimization Method for Constrained Connectivity. Axioms 12 (7) (2023)
Cheng-Fu Yang, Haoyang Xu, Te-Lin Wu, Xiaofeng Gao, Kai-Wei Chang, Feng Gao
Planning as In-Painting: A Diffusion-Based Embodied Task Planning Framework for Environments under Uncertainty. CoRR (2023)
Zuowu Zheng, Xiaofeng Gao, Xiao Ma, Guihai Chen
Predicting Hot Events in the Early Period through Bayesian Model for Social Networks. IEEE Trans. Knowl. Data Eng. 34 (3) (2022)
Xiaofeng Gao, Jiahao Fan, Fan Wu, Guihai Chen
Cooperative Sweep Coverage Problem With Mobile Sensors. IEEE Trans. Mob. Comput. 21 (2) (2022)
Dejun Kong, Xiaofeng Gao, Guihai Chen
Collection Tree for Wireless Coverage Problem in Mobile Crowdsensing. IMCOM (2022)
Jiaqi Zheng, Zixuan Zhang, Qiufang Ma, Xiaofeng Gao, Chen Tian, Guihai Chen
Multi-Resource VNF Deployment in a Heterogeneous Cloud. IEEE Trans. Computers 71 (1) (2022)
Chenxiao Yang, Junwei Pan, Xiaofeng Gao, Tingyu Jiang, Dapeng Liu, Guihai Chen
Cross-Task Knowledge Distillation in Multi-Task Recommendation. CoRR (2022)
Xiaofeng Gao, Shenwei Chen, Guihai Chen
MAB-Based Reinforced Worker Selection Framework for Budgeted Spatial Crowdsensing. IEEE Trans. Knowl. Data Eng. 34 (3) (2022)
Xiaofeng Gao, Qiaozi Gao, Ran Gong, Kaixiang Lin, Govind Thattai, Gaurav S. Sukhatme
DialFRED: Dialogue-Enabled Agents for Embodied Instruction Following. CoRR (2022)
Chao Wang, Yiming Liu, Xiaofeng Gao, Guihai Chen
A Reinforcement Learning Model for Influence Maximization in Social Networks. DASFAA (2) (2021)
Haoyu Geng, Shuodian Yu, Xiaofeng Gao
Gated Sequential Recommendation System with Social and Textual Information Under Dynamic Contexts. DASFAA (3) (2021)
Qitian Wu, Chenxiao Yang, Shuodian Yu, Xiaofeng Gao, Guihai Chen
Seq2Bubbles: Region-Based Embedding Learning for User Behaviors in Sequential Recommenders. CIKM (2021)
Chenxiao Yang, Jiale Zhang, Xiaofeng Gao, Guihai Chen
MatTrip: Multi-functional Attention-based Neural Network for Semantic Travel Route Recommendation. ICWS (2021)
Yue Ma, Runbo Ni, Xiaofeng Gao, Guihai Chen
Mixed Priority Queue Scheduling Based on Spectral Clustering in Spatial Crowdsourcing. ICWS (2021)
Guanhao Wu, Xiaofeng Gao, Ge Yan, Guihai Chen
Parallel Greedy Algorithm to Multiple Influence Maximization in Social Network. ACM Trans. Knowl. Discov. Data 15 (3) (2021)
Wenyi Xu, Xiaofeng Gao, Yin Sheng, Guihai Chen
Recommendation System with Reasoning Path Based on DQN and Knowledge Graph. IMCOM (2021)
Chaoyue Niu, Zhenzhe Zheng, Fan Wu, Shaojie Tang, Xiaofeng Gao, Guihai Chen
ERATO: Trading Noisy Aggregate Statistics over Private Correlated Data. IEEE Trans. Knowl. Data Eng. 33 (3) (2021)
Xinyi Zhou, Xiaofeng Gao
An Attention-Based Forecasting Network for Intelligent Services in Manufacturing. ICSOC (2021)
Qitian Wu, Hengrui Zhang, Xiaofeng Gao, Junchi Yan, Hongyuan Zha
Towards Open-World Recommendation: An Inductive Model-based Collaborative Filtering Approach. ICML (2021)
Xiaofeng Gao, Haowei Huang, Chenlin Liu, Fan Wu, Guihai Chen
Quality Inference Based Task Assignment in Mobile Crowdsensing. IEEE Trans. Knowl. Data Eng. 33 (10) (2021)
Zhongpu Chen, Bin Yao, Zhi-Jie Wang, Xiaofeng Gao, Shuo Shang, Shuai Ma, Minyi Guo
Flexible Aggregate Nearest Neighbor Queries and its Keyword-Aware Variant on Road Networks. IEEE Trans. Knowl. Data Eng. 33 (12) (2021)
Xiuqi Huang, Yuanning Gao, Xiaofeng Gao, Guihai Chen
NETR-Tree: An Efficient Framework for Social-Based Time-Aware Spatial Keyword Query. ICWS (2021)
Xiaofeng Gao
Preface: special issue on the annual international conference on combinatorial optimization and applications (COCOA). J. Comb. Optim. 42 (3) (2021)
Xuehan Sun, Tianyao Shi, Xiaofeng Gao, Xiang Li, Guihai Chen
GCAN: A Group-Wise Collaborative Adversarial Networks for Item Recommendation. DASFAA (3) (2021)
Yucen Gao, Yuanning Gao, Yuhao Li, Xiaofeng Gao, Xiang Li, Guihai Chen
An Attention-Based Bi-GRU for Route Planning and Order Dispatch of Bus-Booking Platform. DASFAA (1) (2021)
Zhiyao Li, Bosen Cheng, Xiaofeng Gao, Huai Chen, Guihai Chen
A unified task recommendation strategy for realistic mobile crowdsourcing system. Theor. Comput. Sci. 857 (2021)
Runbo Ni, Xueyan Li, Fangqi Li, Xiaofeng Gao, Guihai Chen
FastCover: An Unsupervised Learning Framework for Multi-Hop Influence Maximization in Social Networks. CoRR (2021)
Xuehan Sun, Tianyao Shi, Xiaofeng Gao, Yanrong Kang, Guihai Chen
FORM: Follow the Online Regularized Meta-Leader for Cold-Start Recommendation. SIGIR (2021)
Zhixiong Nan, Jingjing Jiang, Xiaofeng Gao, Sanping Zhou, Weiliang Zuo, Ping Wei, Nanning Zheng
Predicting Task-Driven Attention via Integrating Bottom-Up Stimulus and Top-Down Guidance. IEEE Trans. Image Process. 30 (2021)
Xiaofeng Gao, Zuowu Zheng, Quanquan Chu, Shaojie Tang, Guihai Chen, Qianni Deng
Popularity Prediction for Single Tweet Based on Heterogeneous Bass Model. IEEE Trans. Knowl. Data Eng. 33 (5) (2021)
Xiaofeng Gao, Luyao Yuan, Tianmin Shu, Hongjing Lu, Song-Chun Zhu
Show Me What You Can Do: Capability Calibration on Reachable Workspace for Human-Robot Collaboration. CoRR (2021)
Guanhao Wu, Xiaofeng Gao, Jiaqi Zheng, Guihai Chen
Achieving Fast Loop-Free Updates With Ingress Port in Software-Defined Networks. IEEE/ACM Trans. Netw. 29 (4) (2021)
Shahzad Sarwar Bhatti, Jiahao Fan, Kangrui Wang, Xiaofeng Gao, Fan Wu, Guihai Chen
An Approximation Algorithm for Bounded Task Assignment Problem in Spatial Crowdsourcing. IEEE Trans. Mob. Comput. 20 (8) (2021)
Xiaofeng Gao, Wenyi Xu, Mingding Liao, Guihai Chen
Trust Prediction for Online Social Networks with Integrated Time-Aware Similarity. ACM Trans. Knowl. Discov. Data 15 (6) (2021)
Guangben Lu, Ziheng Zhao, Xiaofeng Gao, Guihai Chen
SRecGAN: Pairwise Adversarial Training for Sequential Recommendation. DASFAA (3) (2021)
Yiming Liu, Waichau Sze, Xiaofeng Gao, Guihai Chen
Multiple Agents Reinforcement Learning Based Influence Maximization in Social Network Services. ICSOC (2021)
Li Ma, Mingding Liao, Xiaofeng Gao, Guoze Zhang, Qiang Yan, Guihai Chen
FB2vec: A Novel Representation Learning Model for Forwarding Behaviors on Online Social Networks. ECML/PKDD (1) (2020)
Chenzhengyi Liu, Weibo Mao, Yuanning Gao, Xiaofeng Gao, Shifu Li, Guihai Chen
Adaptive Recollected RNN for Workload Forecasting in Database-as-a-Service. ICSOC (2020)
Chao Wang, Yongyi Hu, Xiaofeng Gao, Guihai Chen
KPML: A Novel Probabilistic Perspective Kernel Mahalanobis Distance Metric Learning Model for Semi-supervised Clustering. DEXA (2) (2020)
Wei Liu, Xiaofeng Gao
Leveraging Social Networks to Enhance Effective Coverage for Mobile Crowdsensing. ICWS (2020)
Xiaofeng Gao, Ran Gong, Yizhou Zhao, Shu Wang, Tianmin Shu, Song-Chun Zhu
Joint Mind Modeling for Explanation Generation in Complex Human-Robot Collaborative Tasks. RO-MAN (2020)
Akbar Majidi, Nazila Jahanbakhsh, Xiaofeng Gao, Jiaqi Zheng, Guihai Chen
: A marking-aware optimization for ECN threshold via per-Port in Data Center Networks. J. Netw. Comput. Appl. 152 (2020)
Hongtao Lv, Fan Wu, Tie Luo, Xiaofeng Gao, Guihai Chen
Hardness of and approximate mechanism design for the bike rebalancing problem. Theor. Comput. Sci. 803 (2020)
Fan Wu, Yunlong Xiang, Zhenzhe Zheng, Yuben Qu, Xiaofeng Gao, Linghe Kong, Guihai Chen, Biao Liu
Towards Fine-Grained Indoor White Space Sensing. GPC (2020)
Chaoli Zhang, Jiapeng Xie, Fan Wu, Xiaofeng Gao, Guihai Chen
Pricing and allocation algorithm designs in dynamic ridesharing system. Theor. Comput. Sci. 803 (2020)
Tao Chen, Xiaofeng Gao, Tao Liao, Guihai Chen
Pache: A Packet Management Scheme of Cache in Data Center Networks. IEEE Trans. Parallel Distributed Syst. 31 (2) (2020)
Akbar Majidi, Xiaofeng Gao, Nazila Jahanbakhsh, Jiaqi Zheng, Guihai Chen
Priority Policy in Multi-Queue Data Center Networks via per-Port ECN Marking. IMCOM (2020)
Xiaofeng Gao, Zhiyin Chen, Jianping Pan, Fan Wu, Guihai Chen
Energy Efficient Scheduling Algorithms for Sweep Coverage in Mobile Sensor Networks. IEEE Trans. Mob. Comput. 19 (6) (2020)
Xiaofeng Gao, Ran Gong, Yizhou Zhao, Shu Wang, Tianmin Shu, Song-Chun Zhu
Joint Mind Modeling for Explanation Generation in Complex Human-Robot Collaborative Tasks. CoRR (2020)
Yang Xu, Bin Yao, Zhi-Jie Wang, Xiaofeng Gao, Jiong Xie, Minyi Guo
Skia: Scalable and Efficient In-Memory Analytics for Big Spatial-Textual Data. IEEE Trans. Knowl. Data Eng. 32 (12) (2020)
Shahzad Sarwar Bhatti, Yiding Chang, Xiaofeng Gao, Guihai Chen
Affinitive Diversity-Aware Task Allocation in Spatial Crowdsourcing. ICWS (2020)
Ailun Song, Jingguang Zhou, Xiaofeng Gao, Haotian Wang, Fan Wu, Guihai Chen
Quality-Aware and Penalty-Sensitive Opportunistic Crowdsensing in Mobile Relay Networks. GPC (2020)
Chao Wang, Weizhi Gong, Xiaofeng Gao, Guihai Chen
An Attention-based Neural Model for Popularity Prediction in Social Service. ICWS (2020)
Chaoqi Yang, Junwei Lu, Xiaofeng Gao, Haishan Liu, Qiong Chen, Gongshen Liu, Guihai Chen
MoTiAC: Multi-Objective Actor-Critics for Real-Time Bidding. CoRR (2020)
Hao Zhou, Xiaofeng Gao, Jiaqi Zheng, Guihai Chen
Scheduling Relaxed Loop-Free Updates Within Tight Lower Bounds in SDNs. IEEE/ACM Trans. Netw. 28 (6) (2020)
Jing Lan, Yu Shao, Xiaofeng Gao, Guihai Chen
FATP: Fairness-Aware Task Planning in Spatial Crowdsourcing. ICWS (2020)
Shahzad Sarwar Bhatti, Xiaofeng Gao, Guihai Chen
General framework, opportunities and challenges for crowdsourcing techniques: A Comprehensive survey. J. Syst. Softw. 167 (2020)
Xiaosong Jia, Qitian Wu, Xiaofeng Gao, Guihai Chen
SentiMem: Attentive Memory Networks for Sentiment Classification in User Review. DASFAA (1) (2020)
Akbar Majidi, Nazila Jahanbakhsh, Xiaofeng Gao, Jiaqi Zheng, Guihai Chen
DC-ECN: A machine-learning based dynamic threshold control scheme for ECN marking in DCN. Comput. Commun. 150 (2020)
Xiong Wang, Linghe Kong, Jintao Wu, Xiaofeng Gao, Hang Wang, Guihai Chen
mmHandover: a pre-connection based handover protocol for 5G millimeter wave vehicular networks. IWQoS (2019)
Xiaofeng Gao, Shihong Yue, Ziqiang Cui, Mingliang Ding, Qi Li, Huaxiang Wang
Optimal Measurements of Electromagnetic Flowmeter. I2MTC (2019)
Qitian Wu, Zixuan Zhang, Xiaofeng Gao, Junchi Yan, Guihai Chen
Learning Latent Process from High-Dimensional Event Sequences via Efficient Sampling. CoRR (2019)
Junwei Lu, Chaoqi Yang, Xiaofeng Gao, Liubin Wang, Changcheng Li, Guihai Chen
Reinforcement Learning with Sequential Information Clustering in Real-Time Bidding. CIKM (2019)
Jinning Li, Yirui Gao, Xiaofeng Gao, Yan Shi, Guihai Chen
SENTI2POP: Sentiment-Aware Topic Popularity Prediction on Social Media. ICDM (2019)
Ke Li, Xiaofeng Gao, Fan Wu, Guihai Chen
A Constant Factor Approximation for d-Hop Connected Dominating Set in Three-Dimensional Wireless Networks. IEEE Trans. Wirel. Commun. 18 (9) (2019)
Chaoyue Niu, Zhenzhe Zheng, Shaojie Tang, Xiaofeng Gao, Fan Wu
Making Big Money from Small Sensors: Trading Time-Series Data under Pufferfish Privacy. INFOCOM (2019)
Xiaofeng Gao, Ran Gong, Tianmin Shu, Xu Xie, Shu Wang, Song-Chun Zhu
VRKitchen: an Interactive 3D Virtual Environment for Task-oriented Learning. CoRR (2019)
Yatong Chen, Huangxun Chen, Shuo Yang, Xiaofeng Gao, Yunhe Guo, Fan Wu
Designing Incentive Mechanisms for Mobile Crowdsensing with Intermediaries. Wirel. Commun. Mob. Comput. 2019 (2019)
Akbar Majidi, Xiaofeng Gao, Shunjia Zhu, Nazila Jahanbakhsh, Guihai Chen
Adaptive Routing Reconfigurations to Minimize Flow Cost in SDN-Based Data Center Networks. ICPP (2019)
Jiaqi Zheng, Qiming Zheng, Xiaofeng Gao, Guihai Chen
Dynamic Load Balancing in Hybrid Switching Data Center Networks with Converters. ICPP (2019)
Fang Hu, Xiuqi Huang, Xiaofeng Gao, Guihai Chen
AGREE: Attention-Based Tour Group Recommendation with Multi-modal Data. DASFAA (3) (2019)
Qitian Wu, Zixuan Zhang, Xiaofeng Gao, Junchi Yan, Guihai Chen
Learning Latent Process from High-Dimensional Event Sequences via Efficient Sampling. NeurIPS (2019)
Shiyi Cao, Yuanning Gao, Xiaofeng Gao, Guihai Chen
AdaM: An Adaptive Fine-Grained Scheme for Distributed Metadata Management. ICPP (2019)
Jiacheng Dai, Zhifeng Jia, Xiaofeng Gao, Guihai Chen
A Hierarchical Optimizer for Recommendation System Based on Shortest Path Algorithm. CoRR (2019)
Xiaofeng Gao, Dongdong Ge
Preface: Special Issue on the Annual International Conference on Combinatorial Optimization and Applications (COCOA). Theor. Comput. Sci. 788 (2019)
Hao Zhou, Xiaofeng Gao, Jiaqi Zheng, Guihai Chen
A Tight Lower Bound for Relaxed Loop-Free Updates in SDNs. ICDCS (2019)
Zhixian Yang, Yuanning Gao, Xiaofeng Gao, Guihai Chen
NETR-Tree: An Eifficient Framework for Social-Based Time-Aware Spatial Keyword Query. CoRR (2019)
Zhaorui Li, Yuanning Gao, Xiaofeng Gao, Guihai Chen
LearningTour: A Machine Learning Approach for Tour Recommendation Based on Users' Historical Travel Experience. DASFAA (3) (2019)
Xiaofeng Gao, Xinhong Hao, Ping Li, Guolin Li
An Improved Two-Dimensional Direction-Of-Arrival Estimation Algorithm for L-Shaped Nested Arrays with Small Sample Sizes. Sensors 19 (9) (2019)
Xiaofeng Gao, Junwei Lu, Haotian Wang, Fan Wu, Guihai Chen
Algorithm Design and Analysis for Wireless Relay Network Deployment Problem. IEEE Trans. Mob. Comput. 18 (10) (2019)
Junni Zou, Liwan Huang, Xiaofeng Gao, Hongkai Xiong
Joint Pricing and Decision-Making for Heterogeneous User Demand in Cognitive Radio Networks. IEEE Trans. Cybern. 49 (11) (2019)
Qitian Wu, Hengrui Zhang, Xiaofeng Gao, Peng He, Paul Weng, Han Gao, Guihai Chen
Dual Graph Attention Networks for Deep Latent Representation of Multifaceted Social Effects in Recommender Systems. CoRR (2019)
Yuanning Gao, Xiaofeng Gao, Guihai Chen
DeepHash: An End-to-End Learning Approach for Metadata Management in Distributed File Systems. ICPP (2019)
Yuchen Xia, Shenwei Chen, Xiaofeng Gao, Haipeng Dai, Guihai Chen
IGATA: An Attraction-Based Online Task Recommendation Framework in Freemium-Crowdsourcing Platform. ICPADS (2019)
Xiaofeng Gao, Yuanning Gao, Yichen Zhu, Guihai Chen
-Tree: A Universal Two-Layer Distributed Indexing Scheme for Cloud Storage System. IEEE/ACM Trans. Netw. 27 (1) (2019)
Yang Wang, Junwei Lu, Jingxiao Chen, Xiaofeng Gao, Guihai Chen
Reinforced Reliable Worker Selection for Spatial Crowdsensing Networks. DASFAA (1) (2019)
Ke Li, Haowei Huang, Xiaofeng Gao, Fan Wu, Guihai Chen
QLEC: A Machine-Learning-Based Energy-Efficient Clustering Algorithm to Prolong Network Lifespan for IoT in High-Dimensional Space. ICPP (2019)
Xiaofeng Gao, Zhenhao Cao, Sha Li, Bin Yao, Guihai Chen, Shaojie Tang
Taxonomy and Evaluation for Microblog Popularity Prediction. ACM Trans. Knowl. Discov. Data 13 (2) (2019)
Mingliang Ding, Shihong Yue, Jia Li, Yaru Wang, Xiaofeng Gao, Huaxiang Wang
Application of Asymmetric Fuzzy Linear Programming in EIT. I2MTC (2019)
Hao Zhou, Yucen Gao, Xiaofeng Gao, Guihai Chen
Real-Time Route Planning and Online Order Dispatch for Bus-Booking Platforms. DASFAA (2) (2019)
Linghe Kong, Fan Wu, Xiaofeng Gao, Min-You Wu, Guihai Chen
Enhancing data delivery in vehicular networks using dual-radio architecture. CCF Trans. Netw. 1 (1-4) (2019)
Yuxiang Liu, Xiaofeng Gao, Jiaqi Zheng, Guihai Chen
Timed Data Plane Update in Data Center Network. ICPADS (2019)
Akbar Majidi, Xiaofeng Gao, Nazila Jahanbakhsh, Shahram Jamali, Jiaqi Zheng, Guihai Chen
Deep-RL: Deep Reinforcement Learning for Marking-Aware via per-Port in Data Centers. ICPADS (2019)
Yuanning Gao, Xiaofeng Gao, Xiaochun Yang, Jiaxi Liu, Guihai Chen
An Efficient Ring-Based Metadata Management Policy for Large-Scale Distributed File Systems. IEEE Trans. Parallel Distributed Syst. 30 (9) (2019)
Yuanning Gao, Xiaofeng Gao, Yichen Zhu, Guihai Chen
An efficient and scalable multi-dimensional indexing scheme for modular data centers. Data Knowl. Eng. 123 (2019)
Yuchen Xia, Zhitian Xu, Xiaofeng Gao, Mo Chi, Guihai Chen
PATRON: A Unified Pioneer-Assisted Task RecommendatiON Framework in Realistic Crowdsourcing System. COCOA (2019)
Xiaofeng Gao, Ailun Song, Luoyao Hao, Junni Zou, Guihai Chen, Shaojie Tang
Towards Efficient Multi-Channel Data Broadcast for Multimedia Streams. IEEE Trans. Parallel Distributed Syst. 30 (10) (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xiaofeng Gao